Ruo-Qian Liu

Most-cited papers

1. Including crystal structure attributes in machine learning models of formation energies via Voronoi tessellations

   Logan T. Ward, Ruo-Qian Liu, Amar Krishna, Vinay I. Hegde +3 more

   2017309 citations Open access

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2. A predictive machine learning approach for microstructure optimization and materials design

   Ruo-Qian Liu, Abhishek Kumar, Zhengzhang Chen, Ankit Agrawal +2 more

   2015Scientific Reports253 citations Open access

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3. A Machine Learning-Based Design Representation Method for Designing Heterogeneous Microstructures

   Hongyi Xu, Ruo-Qian Liu, Alok Ratan Choudhary, Wei Chen

   2014Design Automation Conference140 citations

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4. Machine learning approaches for elastic localization linkages in high-contrast composite materials

   Ruo-Qian Liu, Y. Yabansu, Ankit Agrawal, S. Kalidindi +1 more

   2015Integrating Materials and Manufacturing Innovation91 citations Open access

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5. Context Aware Machine Learning Approaches for Modeling Elastic Localization in Three-Dimensional Composite Microstructures

   Ruo-Qian Liu, Y. Yabansu, Zijiang Yang, A. Choudhary +2 more

   2017Integrating Materials and Manufacturing Innovation60 citations Open access

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6. A Scalable Hierarchical Clustering Algorithm Using Spark

   Chen Jin, Ruo-Qian Liu, Zhengzhang Chen, W. Hendrix +2 more

   20152015 IEEE First International Conference on Big Data Computing Service and Applications53 citations

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7. 2016 Ieee International Conference on Big Data (big Data) Materials Discovery: Understanding Polycrystals from Large-scale Electron Patterns

   Ruo-Qian Liu, Ankit Agrawal, W. Liao, A. Choudhary +1 more

   26 citations

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8. Microbes in fingerprints: A source for dating crime evidence?

   Josep De Alcaraz‐Fossoul, Yue Wang, Ruo-Qian Liu, M. Mancenido +4 more

   2023Forensic Science International: Genetics10 citations

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9. Data Sampling Schemes for Microstructure Design with Vibrational Tuning Constraints

   Arindam Paul, P. Acar, Ruo-Qian Liu, W. Liao +3 more

   201810 citations Open access

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10. Search space preprocessing in solving complex optimization problems

    Ruo-Qian Liu, Ankit Agrawal, W. Liao, A. Choudhary

    20142014 IEEE International Conference on Big Data (Big Data)10 citations

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11. Pruned search: A machine learning based meta-heuristic approach for constrained continuous optimization

    Ruo-Qian Liu, Ankit Agrawal, W. Liao, A. Choudhary +1 more

    2015International Conference on Contemporary Computing9 citations

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12. Real time vehicle speed predition using gas-kinetic traffic modeling

    Ruo-Qian Liu, Shen Xu, Jungme Park, Y. Murphey +4 more

    20112011 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems (CIVTS) Proceedings9 citations

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13. Deep Learning for Chemical Compound Stability Prediction

    Ruo-Qian Liu, Ankit Agrawal, W. Liao, A. Choudhary

    20168 citations

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14. Statistical modeling and signal selection in multivariate time series pattern classification

    Ruo-Qian Liu, Shen Xu, Chen Fang, Yung-wen Liu +2 more

    2012International Conference on Pattern Recognition5 citations

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15. Enhancing Financial Decision-Making Using Social Behavior Modeling

    Ruo-Qian Liu, Ankit Agrawal, W. Liao, A. Choudhary

    2014Social Network Mining and Analysis4 citations

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16. A hybrid system ensemble based time series signal classification on driver alertness detection

    Shen Xu, Ruo-Qian Liu, Dai Li, Y. Murphey

    2011The 2011 International Joint Conference on Neural Networks4 citations

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17. Driving course prediction for vehicle handling maneuvers

    Ruo-Qian Liu, Hai Yu, Ryan McGee, Y. Murphey

    2012American Control Conference2 citations

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18. Multi-Contextual Representation and Learning with Applications in Materials Knowledge Discovery

    Ruo-Qian Liu

    20161 citations

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19. PinterNet: A thematic label curation tool for large image datasets

    Ruo-Qian Liu, Diana Palsetia, Arindam Paul, Reda Al-Bahrani +4 more

    20162016 IEEE International Conference on Big Data (Big Data)1 citations

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20. A Data Mining Approach in Structure-Property Optimization

    Ruo-Qian Liu, Abhishek Kumar, Zhengzhang Chen, Ankit Agrawal +2 more

    20141 citations

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21. Time-series temporal classification using Feature Ensemble learning

    Ruo-Qian Liu, Y. Murphey

    2010IEEE International Joint Conference on Neural Network1 citations

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22. DataSampling Schemes forMicrostructureDesignwithVibrational Tuning Constraints

    Arindam Paul, Pinar Acar, Ruo-Qian Liu, W. Liao +3 more

    20180 citations

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23. PinterNet:大規模画像データセットのための主題ラベルキュレーションツール【Powered by NICT】

    Ruo-Qian Liu, Palsetia Diana, P. Arindam, Alhajj Reda +4 more

    20160 citations

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24. 材料発見:大規模電子パターンからの多結晶の理解【Powered by NICT】

    Ruo-Qian Liu, A. Ankit, W. Liao, Choudhary Alok +1 more

    20160 citations

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25. Predictive Modeling in Characterizing Localization Relationships

    Ruo-Qian Liu, Zhengzhang Chen, T. Fast, S. Kalidindi +2 more

    20140 citations

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